Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "91"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 91 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 124 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 122 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 91, Node N09:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459941 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.455914 -0.455550 -0.579342 -0.414699 -0.563927 -0.430689 1.921019 0.363940 0.6504 0.6699 0.4026 nan nan
2459940 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.560166 -0.181927 0.010747 0.205988 -0.341678 -0.245804 -0.179887 0.250483 0.6565 0.6736 0.3999 nan nan
2459939 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.833876 -0.814691 0.128496 0.207321 -0.604525 -0.332230 0.094556 -0.171268 0.6576 0.6736 0.3906 nan nan
2459938 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459937 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.539086 -0.393664 0.198702 0.109320 -0.730658 -0.646785 0.162666 0.224465 0.6816 0.7014 0.3649 nan nan
2459936 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.070190 -0.092108 0.307156 -0.120073 -0.705114 -0.946067 0.151481 -0.267924 0.7951 0.8042 0.1926 nan nan
2459935 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.641717 -0.203294 -0.213962 0.016933 -0.909025 -0.425950 -0.246690 -0.006773 0.6668 0.6858 0.3905 nan nan
2459934 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.657042 -0.275775 -0.719436 -0.670763 -1.135622 -0.769744 -0.330561 -0.681569 0.6741 0.6955 0.3932 nan nan
2459933 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.522195 -0.378410 -0.085186 -0.085296 -1.109022 -0.742937 -0.373895 -0.752628 0.6744 0.6996 0.3964 nan nan
2459932 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.775252 -0.586539 -0.100596 0.078231 -0.505688 0.134317 0.217193 -0.146413 0.6094 0.6325 0.3469 nan nan
2459931 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.686035 -0.492158 0.059822 0.001690 -1.040232 -0.662431 -0.050013 -0.633043 0.6798 0.7001 0.3847 nan nan
2459930 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.755397 -0.314831 -0.006765 0.278971 -0.717421 -0.649365 0.117158 -0.431131 0.6787 0.6986 0.3890 nan nan
2459929 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.788909 -0.899209 0.413853 0.329444 0.353588 0.180252 0.739221 0.403219 0.7899 0.7941 0.1973 nan nan
2459928 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.453415 -0.275228 0.059903 -0.057301 -0.447508 -0.469535 0.720216 0.159763 0.6548 0.6741 0.3936 nan nan
2459927 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.524302 -0.339749 0.165888 0.168957 1.961098 -0.107593 0.128572 -0.004188 0.6074 0.6176 0.3371 nan nan
2459926 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.436519 -0.309303 0.367172 0.158148 0.200429 0.449447 0.373451 0.424455 0.7961 0.8165 0.1989 nan nan
2459925 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.192252 0.397305 0.283738 0.229894 -0.186149 0.005837 0.251838 0.015163 0.7720 0.7695 0.2246 nan nan
2459924 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.773568 -0.410205 0.342949 0.110655 -0.416232 0.092002 0.254511 -0.623891 0.6805 0.7007 0.3729 nan nan
2459923 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.992935 -0.544156 0.174895 0.248547 -0.878248 -0.363663 0.361555 0.248912 0.7202 0.7349 0.3367 nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.872495 -0.343289 -0.180195 -0.095508 -0.907721 -0.965394 1.159608 0.118143 0.6605 0.6867 0.4000 nan nan
2459921 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.732166 -0.689247 -0.288993 0.187415 -1.042393 -0.325766 0.379721 0.601156 0.6455 0.6720 0.4235 nan nan
2459920 digital_ok 100.00% 100.00% 100.00% 0.00% - - 245.175524 245.201524 inf inf 4117.984565 4096.576559 11563.726520 11496.722582 nan nan nan nan nan
2459919 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.628486 -0.229064 -0.419868 -0.343558 -0.107964 -0.094119 0.948347 0.076474 0.6546 0.6734 0.3834 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.509651 0.002804 0.038497 0.025681 -0.909941 -0.719592 0.197180 -0.393353 0.6783 0.6971 0.3931 nan nan
2459917 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.415098 0.017116 0.210153 0.156194 -0.013974 -0.870986 0.853431 0.179688 0.7060 0.7261 0.4494 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.661723 -0.248389 0.161809 0.085985 -0.085209 -0.295145 0.358990 -0.439761 0.6726 0.6961 0.3975 nan nan
2459915 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.879771 -0.551658 0.223328 -0.001523 -1.061548 -0.781696 0.013158 -0.483170 0.7135 0.7253 0.3555 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.672343 -0.120503 0.051421 -0.136156 -1.233196 -0.541902 0.118030 -0.383354 0.7357 0.7515 0.2995 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.612841 -0.294027 -0.678281 -0.684919 -1.049472 -0.908594 -0.281124 -0.200992 0.6953 0.7018 0.3976 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.582480 -0.030884 -0.151014 0.112828 -0.981648 -0.310262 -0.270493 -0.077072 0.6697 0.6945 0.3984 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.597940 0.023445 -0.003657 0.048497 -0.981996 -0.036666 -0.265410 -0.785719 0.6675 0.6933 0.4031 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.667175 -0.086389 -0.029349 0.025360 -0.534828 -0.012520 -0.002519 -0.655560 0.6709 0.6958 0.4010 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.573828 0.163572 -0.038580 0.062599 -0.601103 -0.202986 0.099115 -0.219296 0.6697 0.6942 0.3996 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.679098 0.363651 0.001140 0.159537 -0.342386 0.200681 0.049858 -0.232203 0.6759 0.7002 0.3985 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.661849 -0.045610 -0.067013 0.131834 -0.437155 -0.075737 -0.083082 -0.157592 0.6755 0.7006 0.3962 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.590310 -0.218717 -0.144267 -0.055879 -0.948595 -0.346530 -0.361614 -0.196702 0.6656 0.6938 0.3987 nan nan
2459905 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.530751 -0.080675 -0.028394 -0.073152 -1.075004 0.424665 0.273114 -0.448232 0.6526 0.6875 0.4067 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.594895 -0.455494 -0.077588 -0.058350 -0.304974 -0.329682 -0.208611 -0.302290 0.6549 0.6865 0.3983 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.650140 -0.373351 -0.009432 -0.006865 -0.412407 -0.134033 -0.096359 -0.382803 0.6673 0.6946 0.3967 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.547122 -0.008747 0.002131 -0.165834 -0.534196 -0.556326 0.047007 -0.317094 0.6748 0.6951 0.3875 nan nan
2459901 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.639210 -0.134500 -0.030546 0.004061 -0.809229 -0.521736 0.573368 -0.007189 0.0903 0.0894 0.0245 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.407583 -0.016392 -0.021526 -0.032301 -0.757950 0.139866 -0.103457 -0.105666 0.6273 0.6593 0.3383 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.688285 -0.203692 -0.166166 -0.095772 -0.681796 -0.337410 -0.003779 -0.151933 0.6746 0.6964 0.3951 nan nan
2459897 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.490543 0.012831 -0.252133 0.029283 -0.588787 -0.174737 -0.176661 -0.301709 0.6714 0.6960 0.4004 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.531503 -0.184800 -0.079746 0.014932 -0.631902 0.324018 0.043303 -0.305644 0.6735 0.7001 0.4007 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.345962 -0.170348 0.067002 -0.323384 -0.894543 -0.269253 0.386712 -0.284233 0.7827 0.7856 0.2463 nan nan
2459894 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.535310 -0.097649 -0.231465 -0.061612 -0.626356 0.234254 -0.159049 -0.514913 0.6875 0.7022 0.3776 nan nan
2459893 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.420654 -0.050180 -0.150391 0.013119 -1.110146 0.062510 0.004218 -0.258255 0.6872 0.7034 0.3804 nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.654761 -0.171560 -0.113986 -0.039110 -0.889493 -0.172510 0.058087 -0.414927 0.6850 0.7068 0.3825 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.482374 -0.152549 -0.213544 0.009739 -0.911359 0.101648 -0.388387 -0.447555 0.6798 0.6998 0.3865 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.474806 -0.059146 0.034474 -0.190676 -0.972887 -0.030498 -0.035159 -0.643031 0.6829 0.6977 0.3846 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.585968 -0.266229 -0.385856 -0.130859 -0.689562 0.187492 -0.365544 -0.518572 0.6905 0.7024 0.3795 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.521506 -0.204343 -0.021134 -0.110556 -1.094892 0.204192 -0.124744 -0.307838 0.7078 0.7221 0.3710 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.602597 -0.068827 0.088558 -0.206375 -0.550500 0.238902 0.023119 -0.222560 0.6910 0.7042 0.3845 nan nan
2459886 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.364695 -0.784911 0.098592 0.039304 -0.535473 -0.305866 0.155208 0.079527 0.7710 0.7644 0.3199 nan nan
2459885 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.162276 -0.643461 -0.413353 0.207925 -0.529331 -1.077089 0.518903 0.114649 0.7410 0.7413 0.3413 nan nan
2459884 digital_ok 100.00% 100.00% 100.00% 0.00% - - 211.606525 210.305463 inf inf 6561.871390 6698.387766 7343.315007 7655.507666 nan nan nan nan nan
2459883 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.233036 -0.575582 0.005732 -0.005732 -0.850244 -0.614209 1.689951 -0.625276 0.6927 0.7065 0.3794 nan nan
2459882 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.879543 0.004673 0.135769 -0.019721 -0.673015 -0.103026 1.325936 -0.439101 0.6963 0.7080 0.3728 nan nan
2459881 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.194928 -0.717072 -0.321613 0.946683 -0.680468 -0.645230 1.284970 0.528427 0.7304 0.7490 0.3242 nan nan
2459880 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.407226 -0.625253 0.538263 -0.012017 -0.565536 -0.486033 7.773794 1.147845 0.6873 0.7042 0.3893 nan nan
2459879 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459878 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.995126 -0.214281 0.425215 0.563068 -0.503003 -0.695979 12.827530 3.424409 0.0799 0.0783 0.0213 nan nan
2459876 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.372208 0.192932 -0.059560 -0.697822 -0.998743 -1.046897 0.404041 -0.317192 0.0816 0.0821 0.0223 nan nan
2459875 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.248256 -0.741493 -0.002316 0.113851 -0.177218 -0.851627 1.078395 0.372927 0.0797 0.0780 0.0203 nan nan
2459874 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.549547 -0.405802 -0.646526 -0.585568 -0.134464 -0.378317 0.261921 -0.782324 0.0707 0.0729 0.0148 nan nan
2459873 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.283889 -0.882551 -0.292374 -0.169445 -0.933317 -0.519073 1.486293 0.305253 0.7042 0.6982 0.3805 nan nan
2459872 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459871 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.047128 -0.826176 -0.439961 0.245229 0.135885 -1.175147 2.643777 0.095457 0.0933 0.0897 0.0227 nan nan
2459870 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.139269 -0.922145 -0.448814 0.100854 -0.471156 -1.282013 0.359935 -0.764167 0.7103 0.7052 0.3855 nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.072862 0.120143 -0.190044 -0.463554 0.101404 -0.941602 0.793922 -0.480814 0.7232 0.7243 0.3715 nan nan
2459868 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.305864 -1.054144 -0.162139 0.217321 -0.208178 -0.665356 2.617569 -0.109586 0.6981 0.6977 0.3934 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.341628 -0.491430 -0.646628 0.230857 -0.370090 -0.928573 0.854602 -0.437602 0.7088 0.7017 0.3962 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.544702 -0.303262 -0.288554 -0.181049 -0.676704 -0.145887 2.124095 -0.242313 0.7103 0.7037 0.3880 nan nan
2459865 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.020399 0.232369 -1.006553 0.561828 -0.134120 -0.454631 2.291684 0.537692 0.0865 0.0846 0.0196 nan nan
2459864 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.961754 -1.310390 0.884533 1.571707 -0.778205 -0.910834 -0.309031 -0.005758 0.7131 0.7006 0.4057 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.031449 0.156426 -1.123286 -1.155398 -0.096660 1.141305 0.539226 -0.153418 0.7062 0.6892 0.3979 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.059617 0.030310 1.750936 2.047756 0.026358 -1.302134 1.136229 0.304406 0.6921 0.7211 0.4173 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.357158 0.230423 -1.062363 -0.893572 -0.122486 1.098537 0.567191 0.186213 0.7172 0.7025 0.4108 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.001231 0.023950 1.343507 1.813207 -0.450446 -0.950548 1.260582 -0.029161 0.7272 0.7029 0.4031 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.261313 0.064396 -1.026126 -0.873344 0.350631 0.919792 1.995342 0.958600 0.7294 0.7046 0.4029 nan nan
2459858 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% -0.116718 0.291571 -1.145707 -1.097550 0.854225 1.357409 2.130295 1.393325 0.7396 0.7099 0.4122 1.459068 1.366438
2459857 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.751302 -0.420544 -2.523102 -2.486915 0.366316 0.234991 0.363085 0.041651 0.0263 0.0266 0.0005 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.00% 0.191986 -0.038045 1.139048 1.580144 -0.144718 -0.420819 1.769330 1.053817 0.7327 0.7241 0.3961 1.544081 1.439447
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% -0.160564 -0.072540 1.248426 1.834843 -0.463151 -0.602082 0.682541 -0.038765 0.7144 0.7372 0.4324 1.381587 1.298593
2459854 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.099253 1.085629 8.963644 9.439974 -0.249221 -0.143672 1.555220 1.147536 0.7469 0.7674 0.4328 3.007221 2.777978
2459853 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459852 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.844129 0.533131 11.782360 12.094631 3.727206 3.850613 8.633963 9.513442 0.8485 0.8493 0.2355 5.638769 5.423671
2459850 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.228303 1.007674 11.365476 11.490728 0.478203 1.982136 0.496267 3.575765 0.7672 0.7834 0.3469 3.097008 2.872484
2459849 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.719315 1.230180 22.794464 23.424002 -0.642890 -0.282038 0.652538 -0.220519 0.7637 0.7749 0.3519 4.032861 3.756658
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.836007 1.611904 16.556664 16.599670 -0.197545 0.266245 0.994145 0.168279 0.7491 0.7770 0.3707 3.579988 3.373339
2459847 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459846 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.392863 5.534612 13.138549 13.665675 4.593350 5.655042 -0.200778 -0.349421 0.8515 0.6903 0.4761 2.144538 1.766391
2459845 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459843 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459842 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.987461 0.187249 -0.299350 -0.888166 -1.794653 -2.577965 -1.963350 -1.925814 0.7553 0.6879 0.2488 1.604452 1.955928
2459841 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.889306 2.613951 0.934540 0.417717 8.321966 5.787604 8.448420 7.822057 0.0251 0.0278 0.0024 nan nan
2459839 digital_ok 100.00% - - - - - 0.194063 0.013739 14.732474 13.101891 2.890201 2.904046 12.560119 10.531260 nan nan nan nan nan
2459838 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.230125 5.243295 21.561282 21.436591 11.324047 18.609515 -2.028675 -2.455562 0.7370 0.7016 0.4204 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0319 0.0337 0.0012 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - -1.006725 -0.581110 0.284991 0.569698 -0.579113 -0.793915 0.441705 -0.356623 0.0313 0.0326 0.0009 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459832 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.511403 15.826799 17.586067 17.978579 9.652962 8.773463 -0.195817 0.362504 0.7955 0.5150 0.5964 3.735123 2.682680
2459831 digital_ok 100.00% 100.00% 100.00% 0.00% - - nan nan inf inf nan nan nan nan nan nan nan nan nan
2459830 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459829 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459828 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459827 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459826 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 13.324931 14.572339 23.727793 24.511483 37.927952 36.435453 0.792029 3.510764 0.7849 0.5620 0.5320 0.000000 0.000000
2459825 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 14.623099 15.664371 18.323145 18.839622 21.019364 20.451981 -0.692590 -0.560433 0.7762 0.5370 0.5495 3.701621 2.639935
2459824 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.499175 6.647799 25.652550 26.490105 5.646064 12.453171 -1.729390 -2.470291 0.7015 0.7157 0.4072 5.788145 4.859859
2459823 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459822 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 16.069208 16.998810 22.114816 22.752240 24.051159 23.968056 -0.264074 0.446877 0.7806 0.5696 0.5383 4.614238 3.379602
2459821 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 18.682401 20.397427 21.884926 22.831025 20.165101 20.706522 -1.844240 -1.276399 0.7735 0.5822 0.5454 3.417669 2.934006
2459820 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.857299 11.840622 26.445172 27.099764 51.001910 54.082876 -2.492973 -4.353917 0.7635 0.6725 0.4411 4.491445 3.781517
2459817 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.407022 18.841954 18.067701 18.777992 28.635006 29.653902 2.362823 4.328643 0.7872 0.6333 0.5290 2.799062 2.415581
2459816 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.798775 13.216992 26.463347 27.108052 37.349923 37.580415 -4.122786 -5.446901 0.8313 0.5727 0.6090 3.083295 2.522924
2459815 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 16.753017 17.838880 20.582688 21.217959 37.001820 38.686814 2.668652 2.255512 0.7764 0.6306 0.5567 3.020291 2.626721
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 41.35% 100.00% 0.00% 100.00% 0.00% 49.365086 30.774580 2.315753 26.252037 52.598010 86.470865 6.938463 9.413491 0.4215 0.0600 0.2403 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 91: 2459941

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 1.921019 -0.455550 -0.455914 -0.414699 -0.579342 -0.430689 -0.563927 0.363940 1.921019

Antenna 91: 2459940

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Discontinuties 0.250483 -0.181927 -0.560166 0.205988 0.010747 -0.245804 -0.341678 0.250483 -0.179887

Antenna 91: 2459939

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 0.207321 -0.814691 -0.833876 0.207321 0.128496 -0.332230 -0.604525 -0.171268 0.094556

Antenna 91: 2459938

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 91: 2459937

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Discontinuties 0.224465 -0.539086 -0.393664 0.198702 0.109320 -0.730658 -0.646785 0.162666 0.224465

Antenna 91: 2459936

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Power 0.307156 -0.070190 -0.092108 0.307156 -0.120073 -0.705114 -0.946067 0.151481 -0.267924

Antenna 91: 2459935

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 0.016933 -0.203294 -0.641717 0.016933 -0.213962 -0.425950 -0.909025 -0.006773 -0.246690

Antenna 91: 2459934

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Shape -0.275775 -0.657042 -0.275775 -0.719436 -0.670763 -1.135622 -0.769744 -0.330561 -0.681569

Antenna 91: 2459933

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Power -0.085186 -0.378410 -0.522195 -0.085296 -0.085186 -0.742937 -1.109022 -0.752628 -0.373895

Antenna 91: 2459932

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.217193 -0.586539 -0.775252 0.078231 -0.100596 0.134317 -0.505688 -0.146413 0.217193

Antenna 91: 2459931

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Power 0.059822 -0.686035 -0.492158 0.059822 0.001690 -1.040232 -0.662431 -0.050013 -0.633043

Antenna 91: 2459930

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 0.278971 -0.755397 -0.314831 -0.006765 0.278971 -0.717421 -0.649365 0.117158 -0.431131

Antenna 91: 2459929

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.739221 -0.899209 -0.788909 0.329444 0.413853 0.180252 0.353588 0.403219 0.739221

Antenna 91: 2459928

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.720216 -0.275228 -0.453415 -0.057301 0.059903 -0.469535 -0.447508 0.159763 0.720216

Antenna 91: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Variability 1.961098 -0.339749 -0.524302 0.168957 0.165888 -0.107593 1.961098 -0.004188 0.128572

Antenna 91: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 0.449447 -0.309303 -0.436519 0.158148 0.367172 0.449447 0.200429 0.424455 0.373451

Antenna 91: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Shape 0.397305 0.192252 0.397305 0.283738 0.229894 -0.186149 0.005837 0.251838 0.015163

Antenna 91: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Power 0.342949 -0.773568 -0.410205 0.342949 0.110655 -0.416232 0.092002 0.254511 -0.623891

Antenna 91: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.361555 -0.544156 -0.992935 0.248547 0.174895 -0.363663 -0.878248 0.248912 0.361555

Antenna 91: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 1.159608 -0.343289 -0.872495 -0.095508 -0.180195 -0.965394 -0.907721 0.118143 1.159608

Antenna 91: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Discontinuties 0.601156 -0.732166 -0.689247 -0.288993 0.187415 -1.042393 -0.325766 0.379721 0.601156

Antenna 91: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power inf 245.201524 245.175524 inf inf 4096.576559 4117.984565 11496.722582 11563.726520

Antenna 91: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.948347 -0.628486 -0.229064 -0.419868 -0.343558 -0.107964 -0.094119 0.948347 0.076474

Antenna 91: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.197180 0.002804 -0.509651 0.025681 0.038497 -0.719592 -0.909941 -0.393353 0.197180

Antenna 91: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.853431 0.017116 -0.415098 0.156194 0.210153 -0.870986 -0.013974 0.179688 0.853431

Antenna 91: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.358990 -0.661723 -0.248389 0.161809 0.085985 -0.085209 -0.295145 0.358990 -0.439761

Antenna 91: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Power 0.223328 -0.879771 -0.551658 0.223328 -0.001523 -1.061548 -0.781696 0.013158 -0.483170

Antenna 91: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.118030 -0.672343 -0.120503 0.051421 -0.136156 -1.233196 -0.541902 0.118030 -0.383354

Antenna 91: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Discontinuties -0.200992 -0.294027 -0.612841 -0.684919 -0.678281 -0.908594 -1.049472 -0.200992 -0.281124

Antenna 91: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 0.112828 -0.030884 -0.582480 0.112828 -0.151014 -0.310262 -0.981648 -0.077072 -0.270493

Antenna 91: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 0.048497 0.023445 -0.597940 0.048497 -0.003657 -0.036666 -0.981996 -0.785719 -0.265410

Antenna 91: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 0.025360 -0.086389 -0.667175 0.025360 -0.029349 -0.012520 -0.534828 -0.655560 -0.002519

Antenna 91: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Shape 0.163572 0.163572 -0.573828 0.062599 -0.038580 -0.202986 -0.601103 -0.219296 0.099115

Antenna 91: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Shape 0.363651 -0.679098 0.363651 0.001140 0.159537 -0.342386 0.200681 0.049858 -0.232203

Antenna 91: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 0.131834 -0.045610 -0.661849 0.131834 -0.067013 -0.075737 -0.437155 -0.157592 -0.083082

Antenna 91: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power -0.055879 -0.218717 -0.590310 -0.055879 -0.144267 -0.346530 -0.948595 -0.196702 -0.361614

Antenna 91: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 0.424665 -0.080675 -0.530751 -0.073152 -0.028394 0.424665 -1.075004 -0.448232 0.273114

Antenna 91: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power -0.058350 -0.455494 -0.594895 -0.058350 -0.077588 -0.329682 -0.304974 -0.302290 -0.208611

Antenna 91: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power -0.006865 -0.373351 -0.650140 -0.006865 -0.009432 -0.134033 -0.412407 -0.382803 -0.096359

Antenna 91: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.047007 -0.547122 -0.008747 0.002131 -0.165834 -0.534196 -0.556326 0.047007 -0.317094

Antenna 91: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.573368 -0.639210 -0.134500 -0.030546 0.004061 -0.809229 -0.521736 0.573368 -0.007189

Antenna 91: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 0.139866 -0.407583 -0.016392 -0.021526 -0.032301 -0.757950 0.139866 -0.103457 -0.105666

Antenna 91: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties -0.003779 -0.203692 -0.688285 -0.095772 -0.166166 -0.337410 -0.681796 -0.151933 -0.003779

Antenna 91: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 0.029283 0.012831 -0.490543 0.029283 -0.252133 -0.174737 -0.588787 -0.301709 -0.176661

Antenna 91: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 0.324018 -0.184800 -0.531503 0.014932 -0.079746 0.324018 -0.631902 -0.305644 0.043303

Antenna 91: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.386712 -0.345962 -0.170348 0.067002 -0.323384 -0.894543 -0.269253 0.386712 -0.284233

Antenna 91: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 0.234254 -0.097649 -0.535310 -0.061612 -0.231465 0.234254 -0.626356 -0.514913 -0.159049

Antenna 91: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 0.062510 -0.420654 -0.050180 -0.150391 0.013119 -1.110146 0.062510 0.004218 -0.258255

Antenna 91: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.058087 -0.171560 -0.654761 -0.039110 -0.113986 -0.172510 -0.889493 -0.414927 0.058087

Antenna 91: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 0.101648 -0.482374 -0.152549 -0.213544 0.009739 -0.911359 0.101648 -0.388387 -0.447555

Antenna 91: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Power 0.034474 -0.059146 -0.474806 -0.190676 0.034474 -0.030498 -0.972887 -0.643031 -0.035159

Antenna 91: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 0.187492 -0.585968 -0.266229 -0.385856 -0.130859 -0.689562 0.187492 -0.365544 -0.518572

Antenna 91: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 0.204192 -0.204343 -0.521506 -0.110556 -0.021134 0.204192 -1.094892 -0.307838 -0.124744

Antenna 91: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 0.238902 -0.068827 -0.602597 -0.206375 0.088558 0.238902 -0.550500 -0.222560 0.023119

Antenna 91: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.155208 -0.364695 -0.784911 0.098592 0.039304 -0.535473 -0.305866 0.155208 0.079527

Antenna 91: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.518903 -0.643461 -0.162276 0.207925 -0.413353 -1.077089 -0.529331 0.114649 0.518903

Antenna 91: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power inf 210.305463 211.606525 inf inf 6698.387766 6561.871390 7655.507666 7343.315007

Antenna 91: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 1.689951 -0.575582 0.233036 -0.005732 0.005732 -0.614209 -0.850244 -0.625276 1.689951

Antenna 91: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 1.325936 0.004673 0.879543 -0.019721 0.135769 -0.103026 -0.673015 -0.439101 1.325936

Antenna 91: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 1.284970 -0.717072 0.194928 0.946683 -0.321613 -0.645230 -0.680468 0.528427 1.284970

Antenna 91: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 7.773794 -0.625253 0.407226 -0.012017 0.538263 -0.486033 -0.565536 1.147845 7.773794

Antenna 91: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 91: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 12.827530 -0.214281 0.995126 0.563068 0.425215 -0.695979 -0.503003 3.424409 12.827530

Antenna 91: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.404041 0.372208 0.192932 -0.059560 -0.697822 -0.998743 -1.046897 0.404041 -0.317192

Antenna 91: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 1.078395 -0.248256 -0.741493 -0.002316 0.113851 -0.177218 -0.851627 1.078395 0.372927

Antenna 91: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Shape 0.549547 0.549547 -0.405802 -0.646526 -0.585568 -0.134464 -0.378317 0.261921 -0.782324

Antenna 91: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 1.486293 0.283889 -0.882551 -0.292374 -0.169445 -0.933317 -0.519073 1.486293 0.305253

Antenna 91: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 91: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 2.643777 -0.826176 0.047128 0.245229 -0.439961 -1.175147 0.135885 0.095457 2.643777

Antenna 91: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Shape 1.139269 1.139269 -0.922145 -0.448814 0.100854 -0.471156 -1.282013 0.359935 -0.764167

Antenna 91: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Shape 1.072862 1.072862 0.120143 -0.190044 -0.463554 0.101404 -0.941602 0.793922 -0.480814

Antenna 91: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 2.617569 1.305864 -1.054144 -0.162139 0.217321 -0.208178 -0.665356 2.617569 -0.109586

Antenna 91: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 0.854602 0.341628 -0.491430 -0.646628 0.230857 -0.370090 -0.928573 0.854602 -0.437602

Antenna 91: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 2.124095 -0.303262 0.544702 -0.181049 -0.288554 -0.145887 -0.676704 -0.242313 2.124095

Antenna 91: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 2.291684 0.020399 0.232369 -1.006553 0.561828 -0.134120 -0.454631 2.291684 0.537692

Antenna 91: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 1.571707 -1.310390 -0.961754 1.571707 0.884533 -0.910834 -0.778205 -0.005758 -0.309031

Antenna 91: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 1.141305 0.031449 0.156426 -1.123286 -1.155398 -0.096660 1.141305 0.539226 -0.153418

Antenna 91: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 2.047756 0.059617 0.030310 1.750936 2.047756 0.026358 -1.302134 1.136229 0.304406

Antenna 91: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Temporal Variability 1.098537 0.230423 -0.357158 -0.893572 -1.062363 1.098537 -0.122486 0.186213 0.567191

Antenna 91: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 1.813207 0.001231 0.023950 1.343507 1.813207 -0.450446 -0.950548 1.260582 -0.029161

Antenna 91: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 1.995342 -0.261313 0.064396 -1.026126 -0.873344 0.350631 0.919792 1.995342 0.958600

Antenna 91: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 2.130295 0.291571 -0.116718 -1.097550 -1.145707 1.357409 0.854225 1.393325 2.130295

Antenna 91: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Variability 0.366316 -0.420544 -0.751302 -2.486915 -2.523102 0.234991 0.366316 0.041651 0.363085

Antenna 91: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 1.769330 0.191986 -0.038045 1.139048 1.580144 -0.144718 -0.420819 1.769330 1.053817

Antenna 91: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 1.834843 -0.072540 -0.160564 1.834843 1.248426 -0.602082 -0.463151 -0.038765 0.682541

Antenna 91: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 9.439974 1.085629 1.099253 9.439974 8.963644 -0.143672 -0.249221 1.147536 1.555220

Antenna 91: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 91: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 12.094631 0.844129 0.533131 11.782360 12.094631 3.727206 3.850613 8.633963 9.513442

Antenna 91: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 11.490728 1.228303 1.007674 11.365476 11.490728 0.478203 1.982136 0.496267 3.575765

Antenna 91: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 23.424002 1.719315 1.230180 22.794464 23.424002 -0.642890 -0.282038 0.652538 -0.220519

Antenna 91: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 16.599670 1.611904 1.836007 16.599670 16.556664 0.266245 -0.197545 0.168279 0.994145

Antenna 91: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 91: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Power 13.665675 5.392863 5.534612 13.138549 13.665675 4.593350 5.655042 -0.200778 -0.349421

Antenna 91: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 91: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 91: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 91: 2459842

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Shape 0.987461 0.987461 0.187249 -0.299350 -0.888166 -1.794653 -2.577965 -1.963350 -1.925814

Antenna 91: 2459841

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 91: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Temporal Discontinuties 8.448420 4.889306 2.613951 0.934540 0.417717 8.321966 5.787604 8.448420 7.822057

Antenna 91: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
91 N09 digital_ok ee Power 14.732474 0.013739 0.194063 13.101891 14.732474 2.904046 2.890201 10.531260 12.560119
In [ ]: